Antenna Season Report Notebook

Josh Dillon, Last Revised January 2022

This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.

import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))

# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder

# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')

antenna = "53"
csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_"
auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"

display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))

Antenna 53 Report

import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna

# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')

Found 126 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_
Found 121 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect

# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0

def jd_to_summary_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'

def jd_to_auto_metrics_url(jd):
    return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'

Load relevant info from summary CSVs

this_antenna = None
jds = []

# parse information about antennas and nodes
for csv in csvs:
    df = pd.read_csv(csv)
    for n in range(len(df)):
        # Add this day to the antenna
        row = df.loc[n]
        antnum = row['Ant']
        if antnum != int(antenna):
            continue
            
        if this_antenna is None:
            this_antenna = Antenna(row['Ant'], row['Node'])
        jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
        jds.append(jd)
        this_antenna.add_day(jd, row)
        break

# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]

df = pd.DataFrame(to_show)

# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
    df[col] = bar_cols[col]

z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
    df[col] = z_score_cols[col]

ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
    df[col] = ant_metrics_cols[col]

redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]   
for col in redcal_cols:
    df[col] = redcal_cols[col]

# style dataframe
table = df.style.hide_index()\
          .applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
          .background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
          .background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
          .applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
          .applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
          .bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
          .format({col: '{:,.4f}'.format for col in z_score_cols}) \
          .format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
          .format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
          .set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])]) 

Table 1: Per-Night RTP Summary Info For This Atenna

This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.

display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))

Antenna 53, Node 3:

JDs	A Priori Status	Auto Metrics Flags	Dead Fraction in Ant Metrics (Jee)	Dead Fraction in Ant Metrics (Jnn)	Crossed Fraction in Ant Metrics	Flag Fraction Before Redcal	Flagged By Redcal chi^2 Fraction	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	Average Dead Ant Metric (Jee)	Average Dead Ant Metric (Jnn)	Average Crossed Ant Metric	Median chi^2 Per Antenna (Jee)	Median chi^2 Per Antenna (Jnn)
2459594	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.441630	-0.980454	-0.739454	0.557450	0.553784	-0.692540	-1.311304	-0.433874	0.0537	0.0559	0.0028	1.291260	1.287628
2459593	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.906106	-0.791745	-1.179764	-0.108395	1.134544	-0.115156	-0.553981	0.029012	0.0627	0.0631	0.0039	1.220598	1.216686
2459592	digital_ok	100.00%	100.00%	100.00%	0.00%	-	-	34.970044	36.620079	inf	inf	18.770164	-0.602884	55.350465	-1.097191	nan	nan	nan	nan	nan
2459591	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.512161	-1.002619	-0.769575	0.580546	-0.538947	-0.167578	-1.042267	-0.950679	0.0770	0.0772	0.0054	1.197084	1.193939
2459590	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.188695	-0.680562	-0.699145	0.474993	0.779652	0.517825	-0.888113	-0.817962	0.0763	0.0754	0.0055	1.266317	1.266869
2459589	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.582381	0.297014	-1.153288	0.069977	-0.555693	0.521012	-1.235537	-0.474623	0.0589	0.0641	0.0041	1.239760	1.235213
2459588	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.582486	-0.608143	-0.780083	-0.437586	-0.025456	0.550036	-1.131015	-0.775085	0.0711	0.0591	0.0043	1.236190	1.232536
2459587	digital_ok	100.00%	-	-	-	100.00%	0.00%	-1.437455	-1.182135	0.582044	-0.163589	1.992945	0.296813	-0.991841	-0.586112	nan	nan	nan	0.000000	0.000000
2459586	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.386004	-0.903042	0.700921	-0.139225	1.680725	1.399892	-0.330781	-0.238749	0.0562	0.0659	0.0046	1.216513	1.215430
2459585	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	2.950174	0.831624	2.361287	1.016122	1.718543	0.448903	-0.888033	0.418211	0.0304	0.0298	0.0007	0.000000	0.000000
2459584	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.540174	-0.075947	1.950815	1.763664	19.881731	1.458191	-0.313917	0.602033	0.0594	0.0553	0.0036	0.000000	0.000000
2459583	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.789073	-0.864565	4.629355	1.437418	2.138804	4.453847	0.246597	0.504395	0.0726	0.0644	0.0041	1.307652	1.305947
2459582	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.619455	-0.804946	3.885257	1.353874	2.715447	3.399758	0.043636	-0.057402	0.0708	0.0590	0.0090	1.252791	1.251128
2459581	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.384940	-0.930103	4.672903	0.933797	2.520949	2.529204	0.480754	0.565471	0.0572	0.0614	0.0042	1.256466	1.254259
2459580	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.633779	-0.883524	4.316004	1.188796	1.661081	1.743280	0.309631	0.944975	0.0707	0.0597	0.0063	1.193799	1.183091
2459579	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.416322	-0.592477	5.404594	2.091462	2.373399	2.445649	1.142234	0.780650	0.0674	0.0546	0.0034	1.206070	1.204862
2459578	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.612700	-0.769008	0.032107	-0.896814	-0.752240	0.151638	-0.828219	0.491089	0.0294	0.0286	0.0007	nan	nan
2459577	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.774879	-1.145634	4.290935	1.117130	2.789694	2.203055	0.610433	1.304610	0.0611	0.0577	0.0024	1.255056	1.254065
2459576	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.510193	-0.823959	3.334641	0.856891	2.988880	0.847807	1.177919	0.678033	0.0617	0.0598	0.0052	1.248948	1.244940
2459575	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.578025	0.385901	3.161751	0.960336	3.237387	2.908264	4.498365	0.872687	0.0511	0.0539	0.0039	0.894084	0.888779
2459574	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.671230	-0.677752	3.165605	0.689804	2.158122	1.705683	0.042253	0.999025	0.0674	0.0560	0.0029	1.246315	1.248037
2459573	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.698859	-0.270522	5.801716	1.813977	2.497910	4.562677	-0.074131	0.233329	0.0483	0.0532	0.0036	0.000000	0.000000
2459572	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.631686	-0.722223	2.890660	0.952131	2.199242	1.157563	1.128078	1.512441	0.0736	0.0669	0.0050	1.223655	1.225826
2459571	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.942162	-0.629023	-0.256765	-1.027915	0.159126	0.830463	-0.638780	1.190023	0.0294	0.0271	0.0012	nan	nan
2459570	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.650424	1.543877	0.660142	-0.417285	1.099702	0.299060	0.632510	0.562235	0.0565	0.0609	0.0043	1.285622	1.294472
2459569	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.586721	-0.157585	3.474018	1.076607	4.225737	0.503955	3.638458	1.214461	0.0517	0.0571	0.0030	1.263831	1.263504
2459566	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.647666	-0.653754	4.470195	1.844193	1.621525	2.520751	-0.229253	2.839230	0.0461	0.0525	0.0038	0.000000	0.000000
2459565	digital_ok	0.00%	-	-	-	100.00%	0.00%	-0.653330	-0.653330	-0.587619	-0.587619	0.714841	0.714841	0.182285	0.182285	nan	nan	nan	0.000000	0.000000
2459564	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.427304	-0.516594	0.701466	0.343587	5.622536	3.109919	1.063954	2.023203	0.0719	0.0737	0.0072	1.215392	1.214690
2459563	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.322859	-0.804371	0.680509	0.521093	0.719725	0.813679	-0.010999	0.066750	0.0755	0.0723	0.0070	0.891015	0.889804
2459562	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.112555	-0.097995	2.313293	1.236953	1.802375	1.918870	0.712824	0.627712	0.0640	0.0727	0.0073	1.218513	1.217374
2459561	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459560	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.217590	-0.169625	2.402647	1.151230	1.997692	1.838532	0.638560	0.615425	0.0586	0.0581	0.0045	1.240905	1.239191
2459559	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.321808	0.064129	2.359117	0.974213	1.860475	2.110561	0.920331	1.219340	0.0527	0.0536	0.0037	1.208948	1.209438
2459558	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.872479	-0.214960	4.174591	2.371837	1.934153	2.990853	0.654423	0.654477	0.0651	0.0698	0.0067	1.230338	1.226740
2459557	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0297	0.0285	0.0006	nan	nan
2459556	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459554	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0611	0.0614	0.0046	nan	nan
2459552	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.295942	-0.675583	5.776577	3.001747	3.401710	3.343801	2.003252	3.951265	0.0575	0.0551	0.0036	0.838730	0.840824
2459551	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.087083	0.119299	2.576447	1.476288	2.646902	2.947870	0.947047	0.668153	0.0728	0.0726	0.0064	1.220369	1.220160
2459550	digital_ok	-	100.00%	100.00%	0.00%	-	-	nan	nan	nan	nan	nan	nan	nan	nan	0.0287	0.0272	0.0008	nan	nan
2459549	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.622988	-0.351103	4.568288	2.838877	3.211657	4.442279	1.575332	2.289032	0.0652	0.0675	0.0059	1.184902	1.184132
2459542	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.687092	-0.212706	3.093958	1.887501	2.626962	3.112578	2.182599	2.135689	0.0844	0.0717	0.0084	1.270100	1.267711
2459541	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-1.065464	0.048517	4.781400	4.066663	8.220336	5.111510	3.558894	3.268592	0.0758	0.0654	0.0068	1.303294	1.296695
2459540	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.282207	0.073403	3.894111	3.308085	0.550346	1.923745	1.383071	1.651979	0.0911	0.0632	0.0093	1.223973	1.222553
2459536	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.689652	0.849039	13.790435	9.438792	4.498488	3.391831	5.120031	5.664285	0.0712	0.0577	0.0061	1.087887	1.090418
2459535	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.312708	0.023568	3.190055	2.782298	1.512497	0.467357	1.799071	2.036249	0.0900	0.0753	0.0130	1.210858	1.200331
2459534	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.228416	-0.218573	3.256356	2.857361	1.139010	1.089150	1.812055	2.956515	0.0677	0.0616	0.0077	1.190237	1.184956
2459533	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.992871	-0.394156	6.153599	6.260266	2.796649	6.869225	-0.020117	0.623387	0.0805	0.0686	0.0086	1.101267	1.096311
2459532	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.757487	-0.235298	8.127091	8.591682	2.192401	4.911776	-0.072818	1.357934	0.0594	0.0569	0.0073	0.872451	0.869073
2459530	digital_ok	0.00%	100.00%	100.00%	0.00%	100.00%	0.00%	0.071851	0.146497	2.744672	3.946021	2.200765	2.220670	1.515062	1.936263	0.0851	0.0656	0.0115	1.226018	1.217425
2459527	digital_ok	0.00%	-	-	-	100.00%	0.00%	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459524	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459523	digital_ok	100.00%	-	-	-	100.00%	0.00%	nan	nan	inf	inf	nan	nan	nan	nan	nan	nan	nan	0.000000	0.000000
2459522	digital_ok	100.00%	100.00%	100.00%	0.00%	100.00%	0.00%	-0.280854	-0.171770	9.043126	20.682864	0.024285	6.251089	2.663454	4.536727	0.0591	0.0870	0.0116	1.082704	1.079061
2459513	digital_ok	0.00%	100.00%	100.00%	0.00%	-	-	-0.676112	-0.971383	0.326599	0.234706	-0.813399	-0.166057	-0.859312	0.827302	0.0322	0.0343	0.0014	nan	nan
2459508	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	1.620215	2.310159	6.514274	5.714477	3.656441	5.064874	7.493065	8.841001	0.9221	0.9569	0.1535	0.000000	0.000000
2459505	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	0.096079	0.612661	6.348389	5.022481	0.688745	4.192755	1.839201	6.254443	0.8918	0.8647	0.1884	20.744821	12.987967
2459503	digital_ok	100.00%	0.00%	0.00%	0.00%	100.00%	0.00%	4.848414	5.076834	7.895620	8.110499	9.901919	10.785357	4.887529	8.819291	0.8731	0.8668	0.4455	0.000000	0.000000

Load antenna metric spectra and waterfalls from auto_metrics notebooks.

html_to_display = ''
for am_html in auto_metric_htmls:
    # read html into a list of lines
    with open(am_html) as f:
        lines = f.readlines()
    
    # find section with this antenna's metric plots and add to html_to_display
    jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
    try:
        section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
    except ValueError:
        continue
    html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
    for line in lines[section_start_line + 1:]:
        html_to_display += line
        if '<hr' in line: 
            break

Figure 1: Antenna autocorrelation metric spectra and waterfalls.

These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).

HTML(html_to_display)

Antenna 53: 2459652

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	5.023386	-1.064072	-0.303206	-1.164864	0.357827	0.176819	1.305944	3.353366	5.023386

---

Antenna 53: 2459651

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Shape	2.764882	0.679095	2.764882	0.167854	-0.273996	0.971581	2.028662	-0.560958	-0.200968

---

Antenna 53: 2459650

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	48.933070	0.680766	0.313658	-0.879927	1.226394	48.750820	48.933070	6.792544	6.847616

---

Antenna 53: 2459649

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.660542	-1.115689	-1.592820	-0.695617	0.013083	1.660542	-0.619712	0.942044	-0.097322

---

Antenna 53: 2459648

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 53: 2459647

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.070714	-0.152277	-0.152277	-0.173699	-0.173699	0.070714	0.070714	-0.150203	-0.150203

---

Antenna 53: 2459646

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.749844	-1.267168	-1.372461	-1.004919	0.749844	0.176851	-0.101494	-0.149616	-0.075711

---

Antenna 53: 2459645

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.333267	-1.156809	-1.411467	-0.788523	0.333267	0.137170	-0.411766	-0.168155	-1.267861

---

Antenna 53: 2459642

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459640

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.758274	-0.917668	-0.976575	-0.768227	0.758274	-0.190748	0.106792	0.374631	0.255369

---

Antenna 53: 2459639

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.753985	-1.182129	-0.756985	-0.826261	0.275864	0.753985	-0.307641	-0.363679	0.175854

---

Antenna 53: 2459638

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.097053	-0.037978	-0.715110	-0.085644	-0.145095	0.097053	-0.144079	-0.309381	-0.140293

---

Antenna 53: 2459637

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.662872	-0.975295	-1.102548	-0.082213	-0.066065	0.662872	0.031386	-0.721816	0.025952

---

Antenna 53: 2459636

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	3.358473	-1.028093	-0.962609	-0.003651	0.145662	1.180259	1.953305	0.957124	3.358473

---

Antenna 53: 2459635

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.725473	-0.745008	-0.955574	0.005100	-0.549224	-0.260249	0.725473	0.172563	0.574314

---

Antenna 53: 2459634

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Discontinuties	-0.675137	-0.675643	-0.675643	-0.675997	-0.675997	-0.675224	-0.675224	-0.675137	-0.675137

---

Antenna 53: 2459633

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.535252	-1.145236	-0.591843	-0.386144	0.535252	0.398605	0.121358	0.070083	-0.605866

---

Antenna 53: 2459632

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459631

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.688995	-0.957279	-1.466608	0.688995	-0.661836	-0.467424	0.189774	0.005013	0.009578

---

Antenna 53: 2459630

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	0.301430	-1.493813	-1.061248	-0.890360	0.260911	0.142433	-0.490466	0.200054	0.301430

---

Antenna 53: 2459629

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.881731	-1.124454	-0.875599	-0.180630	0.881731	-0.126257	-0.212001	-0.236777	-0.012340

---

Antenna 53: 2459628

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Discontinuties	0.856523	-0.887335	-1.085105	0.187480	-0.687723	0.200340	0.813377	0.671908	0.856523

---

Antenna 53: 2459627

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459626

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.604183	-1.158445	-0.950526	0.136104	-0.939648	-0.558292	0.604183	-0.513412	-0.207491

---

Antenna 53: 2459625

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.709361	-1.001272	-0.968413	0.142034	-0.529817	1.709361	0.380376	0.583510	1.059939

---

Antenna 53: 2459624

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.884441	-1.472778	-1.557721	0.027050	-0.612411	-0.299241	1.884441	-0.838546	-0.366974

---

Antenna 53: 2459623

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 53: 2459622

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	6.403510	-1.382562	-1.353418	-1.163098	1.461365	6.403510	6.137416	-0.758107	-0.813777

---

Antenna 53: 2459621

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	33.954538	2.327379	-0.362329	33.954538	33.299590	nan	nan	-19.102210	-19.669172

---

Antenna 53: 2459620

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459619

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.526723	-1.025612	-1.010343	0.148632	0.138169	0.848297	1.526723	0.244134	0.920374

---

Antenna 53: 2459618

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	3.111315	-1.445562	-1.405722	0.393725	-0.190623	1.180441	3.111315	-0.716444	-0.153223

---

Antenna 53: 2459617

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.351278	-1.025005	-1.028652	-0.592669	0.351278	0.209134	-0.068953	-0.074363	-0.152336

---

Antenna 53: 2459616

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	2.811846	-0.995279	-1.045879	0.010442	0.643815	0.328855	2.811846	-0.481238	-0.334770

---

Antenna 53: 2459615

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	2.138159	-1.376985	-1.044038	-0.483589	0.169853	1.332584	1.541293	1.691814	2.138159

---

Antenna 53: 2459614

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.243140	-1.229173	-0.969141	-0.482070	0.279730	1.243140	-0.724279	-0.610128	0.484952

---

Antenna 53: 2459613

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 53: 2459612

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	3.214945	-0.930882	-1.034343	-0.293433	-0.090453	3.214945	-0.548870	-0.459860	-0.585528

---

Antenna 53: 2459611

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	0.546132	-1.385378	-1.050182	-0.571905	0.286574	0.139606	-0.778068	-0.785154	0.546132

---

Antenna 53: 2459610

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.773611	-1.333721	-0.940348	-0.364313	0.011356	1.773611	-0.433598	-0.819574	-1.124730

---

Antenna 53: 2459609

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.804797	-1.142123	-1.295387	0.270181	0.488929	1.629176	1.804797	-0.665723	-0.902800

---

Antenna 53: 2459608

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Discontinuties	3.482856	-0.845646	-1.227419	0.701035	-0.002398	1.457633	1.973428	3.089824	3.482856

---

Antenna 53: 2459607

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Discontinuties	7.597766	-0.928244	-1.063846	-0.609860	0.473705	-0.489232	0.409033	6.107488	7.597766

---

Antenna 53: 2459605

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	0.697467	0.697467	-0.592689	-0.619824	-0.748035	-1.439579	-0.341561	-1.676590	0.046701

---

Antenna 53: 2459604

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.823648	-1.330115	-1.173115	-0.055493	0.823648	0.663113	-0.043892	0.541310	-0.039042

---

Antenna 53: 2459603

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.029896	-0.373063	-0.367216	0.636768	-0.122832	1.029896	0.645389	0.743594	0.531290

---

Antenna 53: 2459602

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	1.141791	-0.847398	-0.142812	0.289901	0.794737	1.141791	0.757505	-0.855511	-0.726462

---

Antenna 53: 2459598

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.080242	-1.259722	-1.049089	-1.012935	0.080242	-0.357715	-0.664480	-0.337527	-0.057996

---

Antenna 53: 2459597

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.512071	-1.188939	-1.320305	-1.083476	-0.526062	0.128202	0.512071	-0.789514	-0.407062

---

Antenna 53: 2459596

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	1.031861	-1.180490	-1.471924	-0.191843	-0.846147	1.031861	0.048645	0.586391	0.460489

---

Antenna 53: 2459595

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	0.692947	-1.461986	-1.543579	0.352279	-0.789673	0.692947	-1.064757	-0.415916	-1.079947

---

Antenna 53: 2459594

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.557450	0.441630	-0.980454	-0.739454	0.557450	0.553784	-0.692540	-1.311304	-0.433874

---

Antenna 53: 2459593

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.134544	-0.906106	-0.791745	-1.179764	-0.108395	1.134544	-0.115156	-0.553981	0.029012

---

Antenna 53: 2459592

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	inf	36.620079	34.970044	inf	inf	-0.602884	18.770164	-1.097191	55.350465

---

Antenna 53: 2459591

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	0.580546	-1.002619	-1.512161	0.580546	-0.769575	-0.167578	-0.538947	-0.950679	-1.042267

---

Antenna 53: 2459590

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	0.779652	-1.188695	-0.680562	-0.699145	0.474993	0.779652	0.517825	-0.888113	-0.817962

---

Antenna 53: 2459589

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	0.521012	0.297014	-1.582381	0.069977	-1.153288	0.521012	-0.555693	-0.474623	-1.235537

---

Antenna 53: 2459588

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	0.550036	-0.582486	-0.608143	-0.780083	-0.437586	-0.025456	0.550036	-1.131015	-0.775085

---

Antenna 53: 2459587

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.992945	-1.182135	-1.437455	-0.163589	0.582044	0.296813	1.992945	-0.586112	-0.991841

---

Antenna 53: 2459586

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	1.680725	-0.386004	-0.903042	0.700921	-0.139225	1.680725	1.399892	-0.330781	-0.238749

---

Antenna 53: 2459585

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	2.950174	2.950174	0.831624	2.361287	1.016122	1.718543	0.448903	-0.888033	0.418211

---

Antenna 53: 2459584

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	19.881731	-0.540174	-0.075947	1.950815	1.763664	19.881731	1.458191	-0.313917	0.602033

---

Antenna 53: 2459583

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.629355	-0.789073	-0.864565	4.629355	1.437418	2.138804	4.453847	0.246597	0.504395

---

Antenna 53: 2459582

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	3.885257	-0.804946	-0.619455	1.353874	3.885257	3.399758	2.715447	-0.057402	0.043636

---

Antenna 53: 2459581

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.672903	-0.384940	-0.930103	4.672903	0.933797	2.520949	2.529204	0.480754	0.565471

---

Antenna 53: 2459580

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.316004	-0.883524	-0.633779	1.188796	4.316004	1.743280	1.661081	0.944975	0.309631

---

Antenna 53: 2459579

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	5.404594	-0.416322	-0.592477	5.404594	2.091462	2.373399	2.445649	1.142234	0.780650

---

Antenna 53: 2459578

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	0.491089	-0.612700	-0.769008	0.032107	-0.896814	-0.752240	0.151638	-0.828219	0.491089

---

Antenna 53: 2459577

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.290935	-1.145634	-0.774879	1.117130	4.290935	2.203055	2.789694	1.304610	0.610433

---

Antenna 53: 2459576

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	3.334641	-0.823959	0.510193	0.856891	3.334641	0.847807	2.988880	0.678033	1.177919

---

Antenna 53: 2459575

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Discontinuties	4.498365	0.385901	-0.578025	0.960336	3.161751	2.908264	3.237387	0.872687	4.498365

---

Antenna 53: 2459574

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	3.165605	-0.671230	-0.677752	3.165605	0.689804	2.158122	1.705683	0.042253	0.999025

---

Antenna 53: 2459573

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	5.801716	-0.270522	-0.698859	1.813977	5.801716	4.562677	2.497910	0.233329	-0.074131

---

Antenna 53: 2459572

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	2.890660	-0.722223	-0.631686	0.952131	2.890660	1.157563	2.199242	1.512441	1.128078

---

Antenna 53: 2459571

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	1.190023	-0.629023	-0.942162	-1.027915	-0.256765	0.830463	0.159126	1.190023	-0.638780

---

Antenna 53: 2459570

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Shape	1.543877	0.650424	1.543877	0.660142	-0.417285	1.099702	0.299060	0.632510	0.562235

---

Antenna 53: 2459569

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	4.225737	-0.157585	-0.586721	1.076607	3.474018	0.503955	4.225737	1.214461	3.638458

---

Antenna 53: 2459566

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.470195	-0.653754	-0.647666	1.844193	4.470195	2.520751	1.621525	2.839230	-0.229253

---

Antenna 53: 2459565

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	0.714841	-0.653330	-0.653330	-0.587619	-0.587619	0.714841	0.714841	0.182285	0.182285

---

Antenna 53: 2459564

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	5.622536	-0.427304	-0.516594	0.701466	0.343587	5.622536	3.109919	1.063954	2.023203

---

Antenna 53: 2459563

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	0.813679	-1.322859	-0.804371	0.680509	0.521093	0.719725	0.813679	-0.010999	0.066750

---

Antenna 53: 2459562

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	2.313293	0.112555	-0.097995	2.313293	1.236953	1.802375	1.918870	0.712824	0.627712

---

Antenna 53: 2459561

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459560

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	2.402647	0.217590	-0.169625	2.402647	1.151230	1.997692	1.838532	0.638560	0.615425

---

Antenna 53: 2459559

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	2.359117	0.321808	0.064129	2.359117	0.974213	1.860475	2.110561	0.920331	1.219340

---

Antenna 53: 2459558

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.174591	-0.214960	-0.872479	2.371837	4.174591	2.990853	1.934153	0.654477	0.654423

---

Antenna 53: 2459556

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459552

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	5.776577	-0.675583	-0.295942	3.001747	5.776577	3.343801	3.401710	3.951265	2.003252

---

Antenna 53: 2459551

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	2.947870	0.119299	0.087083	1.476288	2.576447	2.947870	2.646902	0.668153	0.947047

---

Antenna 53: 2459549

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	4.568288	-0.622988	-0.351103	4.568288	2.838877	3.211657	4.442279	1.575332	2.289032

---

Antenna 53: 2459542

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	3.112578	-0.212706	-0.687092	1.887501	3.093958	3.112578	2.626962	2.135689	2.182599

---

Antenna 53: 2459541

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Temporal Variability	8.220336	0.048517	-1.065464	4.066663	4.781400	5.111510	8.220336	3.268592	3.558894

---

Antenna 53: 2459540

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	3.894111	0.073403	-0.282207	3.308085	3.894111	1.923745	0.550346	1.651979	1.383071

---

Antenna 53: 2459536

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	13.790435	0.849039	0.689652	9.438792	13.790435	3.391831	4.498488	5.664285	5.120031

---

Antenna 53: 2459535

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	3.190055	0.312708	0.023568	3.190055	2.782298	1.512497	0.467357	1.799071	2.036249

---

Antenna 53: 2459534

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	3.256356	-0.218573	-0.228416	2.857361	3.256356	1.089150	1.139010	2.956515	1.812055

---

Antenna 53: 2459533

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	6.869225	-0.992871	-0.394156	6.153599	6.260266	2.796649	6.869225	-0.020117	0.623387

---

Antenna 53: 2459532

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	8.591682	-0.757487	-0.235298	8.127091	8.591682	2.192401	4.911776	-0.072818	1.357934

---

Antenna 53: 2459530

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	3.946021	0.146497	0.071851	3.946021	2.744672	2.220670	2.200765	1.936263	1.515062

---

Antenna 53: 2459527

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Shape	nan	nan	nan	nan	nan	nan	nan	nan	nan

---

Antenna 53: 2459524

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459523

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Shape	nan	nan	nan	inf	inf	nan	nan	nan	nan

---

Antenna 53: 2459522

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Power	20.682864	-0.171770	-0.280854	20.682864	9.043126	6.251089	0.024285	4.536727	2.663454

---

Antenna 53: 2459513

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	0.827302	-0.971383	-0.676112	0.234706	0.326599	-0.166057	-0.813399	0.827302	-0.859312

---

Antenna 53: 2459508

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Discontinuties	8.841001	2.310159	1.620215	5.714477	6.514274	5.064874	3.656441	8.841001	7.493065

---

Antenna 53: 2459506

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	9.318078	3.454558	3.022491	9.318078	8.263202	4.673876	3.484426	3.520212	5.494672

---

Antenna 53: 2459505

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	nn Shape Modified Z-Score	ee Shape Modified Z-Score	nn Power Modified Z-Score	ee Power Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Discontinuties Modified Z-Score	ee Temporal Discontinuties Modified Z-Score
53	3	digital_ok	ee Power	6.348389	0.612661	0.096079	5.022481	6.348389	4.192755	0.688745	6.254443	1.839201

---

Antenna 53: 2459503

Ant	Node	A Priori Status	Worst Metric	Worst Modified Z-Score	ee Shape Modified Z-Score	nn Shape Modified Z-Score	ee Power Modified Z-Score	nn Power Modified Z-Score	ee Temporal Variability Modified Z-Score	nn Temporal Variability Modified Z-Score	ee Temporal Discontinuties Modified Z-Score	nn Temporal Discontinuties Modified Z-Score
53	3	digital_ok	nn Temporal Variability	10.785357	4.848414	5.076834	7.895620	8.110499	9.901919	10.785357	4.887529	8.819291

---